Memory-Effective Parallel Mining of Incremental Frequent Itemsets Based on Multi-scale.
Linqing WangYaling XunJifu ZhangHuimin BiPublished in: ChineseCSCW (1) (2022)
Keyphrases
- frequent itemsets
- itemsets
- mining algorithm
- frequent itemset mining
- association rule mining
- multiscale
- mining frequent itemsets
- association rules
- data streams
- transactional databases
- frequent patterns
- itemset mining
- mining association rules
- frequent pattern mining
- data structure
- closed frequent itemsets
- concise representation
- frequent itemsets mining
- constraint based mining
- frequent closed itemsets
- apriori algorithm
- pattern mining
- interesting patterns
- transaction databases
- discovering association rules
- discovery of association rules
- closed itemsets
- emerging patterns
- interesting association rules
- frequent item sets
- incremental updating
- pruning strategy
- condensed representations
- generalized association rules
- algorithms for mining association rules
- frequent set mining
- previously discovered
- inductive databases
- fp tree
- transaction data
- uncertain data
- tree structure
- maximal frequent itemsets
- anti monotone
- association rules mining
- minimum support
- pattern discovery
- data mining techniques
- mining maximal frequent itemsets
- mining of frequent itemsets
- multi dimensional